On the design of state-of-the-art pseudorandom number generators by means of genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{hernandez:2004:otdospngbmogp,
  title =        "On the design of state-of-the-art pseudorandom number
                 generators by means of genetic programming",
  author =       "Julio Cesar Hernandez and Andre Seznec and 
                 Pedro Isasi",
  pages =        "1510--1516",
  booktitle =    "Proceedings of the 2004 IEEE Congress on Evolutionary
                 Computation",
  year =         "2004",
  publisher =    "IEEE Press",
  month =        "20-23 " # jun,
  address =      "Portland, Oregon",
  ISBN =         "0-7803-8515-2",
  DOI =          "doi:10.1109/CEC.2004.1331075",
  keywords =     "genetic algorithms, genetic programming, Evolutionary
                 Computation in Cryptology and Computer Security,
                 cellular automata, fitness function, pseudorandom
                 number generators, cellular automata, random number
                 generation",
  abstract =     "The design of pseudorandom number generators by means
                 of evolutionary computation is a classical problem. To
                 day, it has been mostly and better accomplished by
                 means of cellular automata and not many proposals,
                 inside or outside this paradigm, could claim to be both
                 robust (passing many statistical tests, including the
                 most demanding ones) and fast, as is the case of the
                 proposal we present. Furthermore, we use a radically
                 new approach, where our fitness function is not at all
                 based in any measure of randomness, as is frequently
                 the case in the literature, but of non-linearity.
                 Efficiency is assured by using only very efficient
                 operators, and by limiting the number of terminals in
                 the Genetic Programming implementation.",
  notes =        "PRNG. Also known as \cite{1331075}. CEC 2004 - A joint
                 meeting of the IEEE, the EPS, and the IEE.",
}

Genetic Programming entries for Julio Cesar Hernandez-Castro Andre Seznec Pedro Isasi Vinuela

Citations